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2026 / Optimization

SemReuse

SemReuse: Certified Reuse of Cached Natural-Language Views for Semantic Operators

What it contributes

Reuses materialized semantic-filter results using inferred relationships between predicates, then audits provisional answers with pooled stratified sampling. Additional evaluations repair answers that cannot yet be certified.

How to read the evidence

Precision and recall claims concern the paper’s audit procedure and assumptions. Fallible predicate relationships and inconsistent filter decisions can increase repair work; reuse is not guaranteed to save calls.

We checked the primary publication record and abstract. This profile summarizes author-reported work; it does not claim a full-paper audit, implementation audit, or independent reproduction.

Explore the connections

Semantic filtersReuseQuality guarantees